ML/AI Engineer | Compass Global Negotiation Guide
Negotiation DNA: RSU + Bonus | Real Estate Technology Platform | ~$4B Market Cap (Public: COMP) | NYC | REAL ESTATE ML PREMIUM
| Region | Base Salary | Stock (RSU/4yr) | Bonus | Total Comp |
|---|---|---|---|---|
| New York City | $152K–$210K | $58K–$172K | 10–15% | $182K–$305K |
| Remote US | $140K–$198K | $48K–$155K | 10–15% | $165K–$278K |
Negotiating a ML/AI Engineer offer at Compass?
Get a personalized playbook with your exact counter-offer numbers, word-for-word scripts, and a day-by-day negotiation plan.
Get My Playbook — $39 →Negotiation DNA
Compass ML/AI Engineers build machine learning models for real estate market prediction, agent-client matching, property valuation, and personalized home search. At the IC2-IC4 level, you develop models that make agents more productive and help consumers find better homes. [Source: Compass ML/AI Comp 2025-2026]
Level Mapping: Compass ML/AI (IC2-IC4) = Zillow ML/AI = Redfin ML = Opendoor ML = Google L3-L5 ML
Real Estate ML — The Agent Intelligence Premium
As an ML/AI Engineer, you build models powering real estate intelligence. "As an ML/AI Engineer, I build models for market prediction, agent-client matching, and property valuation — powering Compass's agent intelligence."
Global Levers
- Agent Intelligence ML: "I build models that help agents win more deals — market prediction, client matching, and property valuation."
- ~$4B Market Cap — ML Differentiation: "Compass's technology advantage depends on AI-powered agent tools."
- Real Estate ML: "ML engineers who understand real estate data build more accurate models."
- Proptech ML Competition: "Zillow, Redfin, and Opendoor compete for ML engineers with real estate AI experience."
Negotiate Up Strategy: "I'm targeting $205K base and $162K RSUs over 4 years with 15% bonus for this ML/AI Engineer role. I build models powering Compass's agent intelligence — market prediction and client matching. I have competing offers from [Zillow at $292K TC / Opendoor at $305K TC]." Accept at $175K+ base and $125K+ RSUs.
Evidence & Sources
- [Compass ~$4B Market Cap — Real Estate ML]
- [Compass ML/AI Comp — Levels.fyi 2025-2026]
- [Compass Agent Intelligence ML Models]
- [Compass vs Zillow/Opendoor — ML Engineer Competition]
Ready to negotiate your Compass offer?
Get a personalized playbook with exact counter-offer numbers and word-for-word scripts.
Get My Playbook — $39 →